The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Predictive Analytics
England / London
Rank 496 507 584
Rank change year-on-year
+11 +77
Permanent jobs citing Predictive Analytics 83 125 58
As % of all permanent IT jobs located in London 0.25% 0.31% 0.14%
As % of the Processes & Methodologies category 0.28% 0.35% 0.17%
Number of salaries quoted 65 112 51
Median salary £65,000 £73,750 £57,500
Median salary % change year-on-year
-11.86% +28.26%
90% offered a salary of more than £47,000 £42,750 £40,000
10% offered a salary of more than £84,000 £105,000 £85,000
UK excluding London median salary £55,000 £50,000 £55,000
% change year-on-year
+10.00% -9.09%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
29845 35556 35099
As % of all permanent IT jobs located in London 89.16% 88.52% 86.31%
Number of salaries quoted 25190 30391 29587
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Analytics
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Predictive Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Analytics Jobs Demand Trend in London

Predictive Analytics
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Analytics across the London region.

Predictive Analytics Salary Trend in London

Predictive Analytics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Predictive Analytics across the London region over the 3 months to 24 January 2017.

Predictive Analytics Salary Histogram in London

Predictive Analytics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the London region over the 3 months to 24 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +29 7 £65,000 -10.34% 2
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in London

For the 6 months to 24 January 2017, IT jobs citing Predictive Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Predictive Analytics.

1 183 (100.00%) Analytics
2 117 (63.93%) Big Data
3 102 (55.74%) Business Intelligence
4 99 (54.10%) Machine Learning
5 70 (38.25%) Python
6 66 (36.07%) R
7 60 (32.79%) Agile Software Development
8 54 (29.51%) Finance
9 53 (28.96%) Microsoft Azure
10 51 (27.87%) Analytical Skills
10 51 (27.87%) Data Warehouse
11 49 (26.78%) Java
11 49 (26.78%) Performance Management
12 48 (26.23%) Tableau
13 47 (25.68%) Power BI
13 47 (25.68%) C#
14 45 (24.59%) Degree
15 43 (23.50%) Microsoft
16 40 (21.86%) SQL
16 40 (21.86%) Visualisation
17 39 (21.31%) Retail
18 36 (19.67%) Hadoop
19 35 (19.13%) Software Engineering
20 33 (18.03%) SQL Server Reporting Services
20 33 (18.03%) SQL Server Integration Services
21 32 (17.49%) SQL Server Analysis Services
21 32 (17.49%) .NET
22 30 (16.39%) QlikView
23 28 (15.30%) MS Excel
24 27 (14.75%) Business Analytics

Predictive Analytics
Top Related IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 25 (13.66%) Apache Spark
2 20 (10.93%) SAS
3 12 (6.56%) SharePoint
4 9 (4.92%) Apache
4 9 (4.92%) Apache Pig
5 8 (4.37%) ArcGIS
6 3 (1.64%) Apache Solr
7 2 (1.09%) Confluence
7 2 (1.09%) Elasticsearch
8 1 (0.55%) JBoss
8 1 (0.55%) Oracle SOA Suite
Applications
1 28 (15.30%) MS Excel
2 19 (10.38%) SPSS
3 17 (9.29%) MS PowerPoint
4 4 (2.19%) MS Office
Business Applications
1 8 (4.37%) Hyperion Enterprise
2 4 (2.19%) SAP Oil and Gas
3 3 (1.64%) HFM
3 3 (1.64%) Hyperion Planning
4 2 (1.09%) Oracle HRMS
5 1 (0.55%) Oracle BPM
Cloud Services
1 53 (28.96%) Microsoft Azure
2 20 (10.93%) Amazon AWS
2 20 (10.93%) Cloud Computing
3 16 (8.74%) Google Cloud Platform
3 16 (8.74%) PaaS
4 10 (5.46%) Data Lake Analytics
5 6 (3.28%) Azure Machine Learning
6 3 (1.64%) Amazon EC2
6 3 (1.64%) Amazon Kinesis
6 3 (1.64%) Amazon S3
6 3 (1.64%) IaaS
7 2 (1.09%) Google Analytics
7 2 (1.09%) Taleo
8 1 (0.55%) Adobe Analytics
8 1 (0.55%) Amazon EMR
8 1 (0.55%) Office 365
Communications & Networking
1 2 (1.09%) ATM
1 2 (1.09%) HTTP
2 1 (0.55%) Internet
2 1 (0.55%) LAN
2 1 (0.55%) TCP/IP
2 1 (0.55%) WAN
Database & Business Intelligence
1 117 (63.93%) Big Data
2 51 (27.87%) Data Warehouse
3 47 (25.68%) Power BI
4 36 (19.67%) Hadoop
5 33 (18.03%) SQL Server Integration Services
5 33 (18.03%) SQL Server Reporting Services
6 32 (17.49%) SQL Server Analysis Services
7 30 (16.39%) QlikView
8 26 (14.21%) SQL Server
9 24 (13.11%) HDInsight
10 21 (11.48%) NoSQL
11 16 (8.74%) SQL Server 2016
12 15 (8.20%) Apache Hive
12 15 (8.20%) Data Mining
13 13 (7.10%) Data Lake
14 11 (6.01%) Azure SQL Database
14 11 (6.01%) Relational Database
14 11 (6.01%) SQL Server 2012
15 10 (5.46%) Neo4j
15 10 (5.46%) RDBMS
Development Applications
1 11 (6.01%) Visual Studio
2 6 (3.28%) JIRA
3 4 (2.19%) ERwin
4 3 (1.64%) Apache Continuum
4 3 (1.64%) Git (software)
5 2 (1.09%) Jenkins
5 2 (1.09%) Subversion
6 1 (0.55%) Visual Studio Tools for Office
General
1 54 (29.51%) Finance
2 39 (21.31%) Retail
3 25 (13.66%) Marketing
4 13 (7.10%) Banking
5 12 (6.56%) Telecoms
6 8 (4.37%) Manufacturing
7 7 (3.83%) Investment Banking
8 5 (2.73%) Games
9 4 (2.19%) Electronics
10 2 (1.09%) Front Office
10 2 (1.09%) Pharmaceutical
11 1 (0.55%) Advertising
Job Titles
1 35 (19.13%) Consultant
2 32 (17.49%) Analyst
3 28 (15.30%) Data Scientist
4 26 (14.21%) Developer
5 18 (9.84%) Analytics Manager
6 17 (9.29%) Software Engineer
7 15 (8.20%) Microsoft Developer
7 15 (8.20%) Senior Software Engineer
8 12 (6.56%) Business Intelligence Developer
8 12 (6.56%) Microsoft BI Developer
9 11 (6.01%) Business Developer
9 11 (6.01%) Senior Data Scientist
10 10 (5.46%) Analytics Consultant
10 10 (5.46%) Business Analyst
11 9 (4.92%) Business Intelligence Analyst
11 9 (4.92%) Tableau Consultant
12 8 (4.37%) Architect
12 8 (4.37%) Test Consultant
13 7 (3.83%) Test Analyst
14 6 (3.28%) Data Architect
Libraries, Frameworks & Software Standards
1 32 (17.49%) .NET
2 18 (9.84%) CSS
2 18 (9.84%) HTML
3 14 (7.65%) Apache Flex
4 13 (7.10%) REST
5 8 (4.37%) Natural Language Processing
6 4 (2.19%) ASP.NET
6 4 (2.19%) ASP.NET MVC
6 4 (2.19%) ASP.NET MVC 4
6 4 (2.19%) D3.js
6 4 (2.19%) Flask
7 3 (1.64%) Django
7 3 (1.64%) Kafka
7 3 (1.64%) Node.js
7 3 (1.64%) RESTful
7 3 (1.64%) XML
8 2 (1.09%) HTML5
8 2 (1.09%) Leaflet
8 2 (1.09%) MDX
8 2 (1.09%) XSL
Miscellaneous
1 51 (27.87%) Analytical Skills
2 40 (21.86%) Visualisation
3 22 (12.02%) Algorithms
3 22 (12.02%) Computer Science
4 19 (10.38%) Mathematics
4 19 (10.38%) Statistics
5 15 (8.20%) Blockchain
6 8 (4.37%) Management Information System
6 8 (4.37%) Mobile App
6 8 (4.37%) User Experience
7 7 (3.83%) Artificial Intelligence
7 7 (3.83%) Fintech
8 6 (3.28%) Physics
9 5 (2.73%) Neural Network
10 4 (2.19%) Credit Risk
10 4 (2.19%) PMI
10 4 (2.19%) Social Media
11 2 (1.09%) Data Structures
11 2 (1.09%) Enterprise Software
11 2 (1.09%) Performance Metrics
Operating Systems
1 21 (11.48%) Linux
2 16 (8.74%) Windows
3 3 (1.64%) Unix
Processes & Methodologies
1 183 (100.00%) Analytics
2 102 (55.74%) Business Intelligence
3 99 (54.10%) Machine Learning
4 60 (32.79%) Agile Software Development
5 49 (26.78%) Performance Management
6 35 (19.13%) Software Engineering
7 27 (14.75%) Business Analytics
7 27 (14.75%) ETL
8 25 (13.66%) Data Analysis
9 23 (12.57%) Presales
9 23 (12.57%) Stakeholder Management
10 22 (12.02%) Data Visualisation
11 20 (10.93%) Data Analytics
12 19 (10.38%) Open Source
13 16 (8.74%) SDLC
14 15 (8.20%) Data Management
15 13 (7.10%) Customer Segmentation
15 13 (7.10%) Integration Testing
16 12 (6.56%) Customer Engagement
16 12 (6.56%) Predictive Modelling
Programming Languages
1 70 (38.25%) Python
2 66 (36.07%) R
3 49 (26.78%) Java
4 47 (25.68%) C#
5 40 (21.86%) SQL
6 21 (11.48%) JavaScript
6 21 (11.48%) PHP
7 18 (9.84%) Scala
8 8 (4.37%) T-SQL
9 6 (3.28%) C++
9 6 (3.28%) MATLAB
10 2 (1.09%) C
10 2 (1.09%) Shell Script
10 2 (1.09%) XPath
11 1 (0.55%) Clojure
11 1 (0.55%) Data Analysis Expressions (DAX)
11 1 (0.55%) Go
11 1 (0.55%) PL/SQL
11 1 (0.55%) Ruby
11 1 (0.55%) VBA
Qualifications
1 45 (24.59%) Degree
2 17 (9.29%) PhD
3 13 (7.10%) Microsoft Certification
4 12 (6.56%) BC Cleared
4 12 (6.56%) ISEB
4 12 (6.56%) Security Cleared
5 4 (2.19%) MCP
5 4 (2.19%) PMI Certification
5 4 (2.19%) PMP
6 2 (1.09%) ACCA
7 1 (0.55%) CIMA
7 1 (0.55%) MBA
7 1 (0.55%) Postgraduate
Quality Assurance & Compliance
1 15 (8.20%) GCP
2 13 (7.10%) QA
3 12 (6.56%) Data Quality
4 10 (5.46%) SLA
System Software
1 3 (1.64%) Apache Flume
1 3 (1.64%) HDFS
2 1 (0.55%) Docker
2 1 (0.55%) Virtual Machines
Systems Management
1 3 (1.64%) Ambari
1 3 (1.64%) Oozie
2 2 (1.09%) HP Operations Orchestration
2 2 (1.09%) Opscode Chef
2 2 (1.09%) Puppet
3 1 (0.55%) Ansible
Vendors
1 48 (26.23%) Tableau
2 43 (23.50%) Microsoft
3 19 (10.38%) Hyperion
4 15 (8.20%) Oracle
5 9 (4.92%) Alteryx
5 9 (4.92%) SAP
6 8 (4.37%) Mapinfo
7 6 (3.28%) Netezza
7 6 (3.28%) Teradata
8 5 (2.73%) Google
8 5 (2.73%) MicroStrategy
9 4 (2.19%) Cloudera
9 4 (2.19%) IBM
9 4 (2.19%) Salesforce.com
10 3 (1.64%) GoldenSource
10 3 (1.64%) Hortonworks
10 3 (1.64%) MapR
10 3 (1.64%) Platfora
11 2 (1.09%) Atlassian
11 2 (1.09%) Perforce
South West London
Quant Capital
Salary: Up to £80,000 per annum Bonus Medical Pension
Posted: 12 hours ago
London
Parallel Consulting
Posted: Yesterday
City, London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: 6 days ago
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 7 days ago
London
Lorien Resourcing
Salary: Car Allowance + Benefits & Bonus
Posted: 5 days ago
City, London
Martin & Conley
Salary: From £65,000 to £100,000 per annum Generous pension, holidays and othe
Posted: 14 days ago